Hashtag Analyzer

#!/usr/bin/env python3
"""Hashtag Analyzer - Analyze and discover hashtags."""

import click
from typing import Optional
import random

# Simulated hashtag data for demo
HASHTAG_CATEGORIES = {
    'marketing': ['digitalmarketing', 'contentmarketing', 'socialmedia', 'branding', 'marketingtips',
                  'growthhacking', 'seo', 'marketingstrategy', 'b2b', 'b2c'],
    'startup': ['startuplife', 'entrepreneur', 'founder', 'venturecapital', 'tech', 'innovation',
                'business', 'startups', 'funding', 'saas'],
    'tech': ['technology', 'ai', 'machinelearning', 'coding', 'programming', 'developer',
             'software', 'data', 'cloud', 'automation'],
}

def get_related_hashtags(hashtag: str, count: int = 10) -> list:
    """Get related hashtags (simulated)."""
    base = hashtag.lower().strip('#')

    # Find category
    for cat, tags in HASHTAG_CATEGORIES.items():
        if base in tags or base == cat:
            related = [t for t in tags if t != base]
            random.shuffle(related)
            return ['#' + t for t in related[:count]]

    # Generic related
    variations = [
        f"#{base}tips", f"#{base}life", f"#{base}strategy",
        f"#{base}advice", f"#{base}community", f"#{base}daily"
    ]
    return variations[:count]

def estimate_hashtag_metrics(hashtag: str) -> dict:
    """Estimate hashtag metrics (simulated)."""
    random.seed(hash(hashtag))
    return {
        'posts': random.randint(10000, 10000000),
        'avg_likes': random.randint(50, 5000),
        'avg_comments': random.randint(5, 500),
        'growth': random.uniform(-5, 25),
        'competition': random.choice(['Low', 'Medium', 'High', 'Very High'])
    }

@click.group()
def cli():
    """Hashtag Analyzer - Social media hashtag research."""
    pass

@cli.command()
@click.argument('hashtag')
@click.option('--platform', '-p', default='instagram',
              type=click.Choice(['instagram', 'twitter', 'tiktok', 'linkedin']))
def analyze(hashtag: str, platform: str):
    """Analyze hashtag performance."""
    click.echo("\n  Hashtag Analyzer")
    click.echo("  " + "=" * 40)
    click.echo(f"  Hashtag: {hashtag}")
    click.echo(f"  Platform: {platform}")

    metrics = estimate_hashtag_metrics(hashtag)

    click.echo("\n  Metrics (estimated)")
    click.echo("  " + "-" * 40)
    click.echo(f"  Total posts: {metrics['posts']:,}")
    click.echo(f"  Avg likes: {metrics['avg_likes']:,}")
    click.echo(f"  Avg comments: {metrics['avg_comments']:,}")
    click.echo(f"  Weekly growth: {metrics['growth']:+.1f}%")
    click.echo(f"  Competition: {metrics['competition']}")

    # Recommendation
    if metrics['competition'] in ['Low', 'Medium'] and metrics['posts'] > 50000:
        click.echo("\n  ✓ Good hashtag choice - decent reach with manageable competition")
    elif metrics['competition'] == 'Very High':
        click.echo("\n  ⚠ Very competitive - consider niche alternatives")
    else:
        click.echo("\n  ~ Consider mixing with related hashtags")

@cli.command()
@click.argument('hashtag')
@click.option('--count', '-c', default=10, help='Number of related hashtags')
def related(hashtag: str, count: int):
    """Find related hashtags."""
    click.echo(f"\n  Related Hashtags: {hashtag}")
    click.echo("  " + "=" * 40)

    related_tags = get_related_hashtags(hashtag, count)

    click.echo("\n  Related tags:")
    for tag in related_tags:
        metrics = estimate_hashtag_metrics(tag)
        click.echo(f"  {tag:<25} {metrics['posts']:>10,} posts | {metrics['competition']}")

    # Copyable list
    click.echo("\n  Copy-paste list:")
    click.echo(f"  {' '.join(related_tags)}")

@cli.command()
@click.option('--niche', '-n', required=True, help='Your niche/industry')
@click.option('--output', '-o', type=click.Path(), help='Output file')
def strategy(niche: str, output: Optional[str]):
    """Generate hashtag strategy."""
    click.echo("\n  Hashtag Strategy Generator")
    click.echo("  " + "=" * 40)
    click.echo(f"  Niche: {niche}")

    # Generate strategy
    click.echo("\n  Recommended Mix (per post)")
    click.echo("  " + "-" * 40)

    categories = [
        ("High-volume (1-2)", ['#' + niche, f'#{niche}tips']),
        ("Medium (3-4)", get_related_hashtags(niche, 4)),
        ("Niche (3-5)", [f'#{niche}community', f'#{niche}life', f'#{niche}daily']),
        ("Branded (1)", [f'#your{niche}brand']),
    ]

    all_tags = []
    for category, tags in categories:
        click.echo(f"\n  {category}:")
        for tag in tags:
            click.echo(f"    {tag}")
            all_tags.append(tag)

    click.echo("\n  Full set (copy-paste):")
    click.echo(f"  {' '.join(all_tags[:15])}")

if __name__ == "__main__":
    cli()

click>=8.0.0
requests>=2.28.0